# This is a database of wines classified in three different classes 
#  (a) Forina, M. et al, PARVUS - An Extendible Package for Data
#       Exploration, Classification and Correlation. Institute of Pharmaceutical
#       and Food Analysis and Technologies, Via Brigata Salerno, 
#       16147 Genoa, Italy.
#
# The attributes are normalized in the range [ 0 ; 1 ]
#
# THIS FILE CONTAINS THE VALIDATION SET
#
# number of patterns
73
# number of inputs
13
# number of outputs
3
0.890087652 0.306896537 0.662538728 0.373333327 0.617283951 0.682989695 0.543307093 0.393939364 0.357541899 0.336923086 0.614035046 0.850000024 0.625000000 
1.0 0.0 0.0 
0.968981791 0.336206894 0.773993803 0.559999975 0.697530864 0.992267987 0.687007886 0.363636341 0.608938579 0.600000015 0.502923974 0.862500012 0.880952381 
1.0 0.0 0.0 
0.950775486 0.372413796 0.712074284 0.600000000 0.648148148 0.760309268 0.653543304 0.333333318 0.664804515 0.442307692 0.730994136 0.792500019 0.898809524 
1.0 0.0 0.0 
0.927174651 0.298275856 0.746130053 0.533333333 0.549382716 0.670103048 0.543307093 0.439393909 0.505586587 0.430769223 0.672514591 0.725000024 0.785714286 
1.0 0.0 0.0 
0.964261650 0.331034464 0.842105267 0.666666667 0.740740741 0.721649451 0.618110266 0.500000000 0.550279349 0.476923062 0.625731011 0.662500024 0.761904762 
1.0 0.0 0.0 
0.956844211 0.274137928 0.767801859 0.550000000 0.666666667 0.850515427 0.773622072 0.484848455 0.519553088 0.669230755 0.719298241 0.704999983 1.000000000 
1.0 0.0 0.0 
0.948078253 0.281034473 0.705882340 0.533333333 0.777777778 0.773195853 0.624015772 0.363636341 0.586592165 0.434615392 0.637426906 0.927500010 0.464285714 
1.0 0.0 0.0 
0.924477418 0.320689647 0.730650118 0.553333346 0.623456790 0.672680365 0.566929165 0.409090909 0.472067065 0.292307689 0.649122801 1.000000000 0.616071429 
1.0 0.0 0.0 
0.910316930 0.312068945 0.808049498 0.666666667 0.592592593 0.652061829 0.513779515 0.424242409 0.463687151 0.270769229 0.654970748 0.954999983 0.502976190 
1.0 0.0 0.0 
0.902899556 0.305172400 0.811145471 0.536666679 0.574074074 0.734536036 0.578740177 0.515151500 0.405027955 0.369230784 0.538011694 0.805000007 0.711309524 
1.0 0.0 0.0 
0.935266349 0.327586192 0.866873045 0.646666654 0.660493827 0.760309268 0.584645684 0.560606046 0.491620120 0.346153846 0.730994136 0.850000024 0.544642857 
1.0 0.0 0.0 
0.925826002 0.258620681 0.835913323 0.750000000 0.623456790 0.773195853 0.639763789 0.439393909 0.664804515 0.438461524 0.695906451 0.677500010 0.764880952 
1.0 0.0 0.0 
0.922454509 0.315517238 0.730650118 0.573333359 0.641975309 0.623711341 0.529527578 0.636363591 0.550279349 0.295384609 0.719298241 0.717499971 0.589285714 
1.0 0.0 0.0 
0.910991254 0.310344809 0.820433461 0.633333333 0.679012346 0.605670061 0.498031498 0.439393909 0.430167596 0.323076908 0.643274853 0.717499971 0.651785714 
1.0 0.0 0.0 
0.895482117 0.282758609 0.879256934 0.516666667 0.679012346 0.670103048 0.527559076 0.515151500 0.379888280 0.353846147 0.637426906 0.694999993 0.523809524 
1.0 0.0 0.0 
0.881321629 0.258620681 0.650154765 0.516666667 0.604938272 0.618556707 0.519685068 0.424242409 0.382681574 0.284615388 0.690058433 0.672500014 0.607142857 
1.0 0.0 0.0 
0.914362811 0.294827583 0.715170257 0.540000025 0.722222222 0.811855671 0.647637797 0.515151500 0.653631275 0.471538470 0.555555536 0.845000029 0.473214286 
1.0 0.0 0.0 
0.935940673 0.325862056 0.801857554 0.500000000 0.623456790 0.837628841 0.700787401 0.257575750 0.474860359 0.417692294 0.514619869 0.889999986 0.651785714 
1.0 0.0 0.0 
0.879973045 0.305172400 0.650154765 0.566666667 0.660493827 0.773195853 0.590551190 0.424242409 0.567039110 0.387692305 0.514619869 0.837499976 0.526785714 
1.0 0.0 0.0 
0.969656115 0.618965482 0.705882340 0.533333333 0.629629630 0.837628841 0.624015772 0.409090909 0.611731873 0.376923084 0.608187099 0.860000014 0.633928571 
1.0 0.0 0.0 
0.950775486 0.348275847 0.743034081 0.626666641 0.635802469 0.708762866 0.574803173 0.484848455 0.664804515 0.476923062 0.625731011 0.687500000 0.630952381 
1.0 0.0 0.0 
0.879973045 0.298275856 0.631578932 0.413333321 0.567901235 0.701030915 0.643700793 0.257575750 0.812849203 0.553846139 0.654970748 0.727500021 0.684523810 
1.0 0.0 0.0 
0.931894792 0.301724128 0.749226025 0.466666667 0.685185185 1.000000000 0.736220485 0.484848455 0.522346381 0.542307707 0.590643256 0.814999998 0.708333333 
1.0 0.0 0.0 
0.925151742 0.246551707 0.773993803 0.556666692 0.666666667 0.876288659 0.722440971 0.287878773 0.569832404 0.523076938 0.520467816 0.717499971 0.764880952 
1.0 0.0 0.0 
0.831422791 0.189655170 0.705882340 0.533333333 0.623456790 0.528350488 0.214566939 0.954545409 0.114525141 0.251538460 0.730994136 0.417499989 0.404761905 
0.0 1.0 0.0 
0.921780185 0.215517234 0.594427228 0.600000000 0.580246914 0.541237073 0.352362203 0.484848455 0.203910624 0.292307689 0.719298241 0.615000010 0.375000000 
0.0 1.0 0.0 
0.820633860 0.250000000 0.783281720 0.633333333 0.641975309 0.487113384 0.344488194 0.681818137 0.287709495 0.226923081 0.847953225 0.557500005 0.211309524 
0.0 1.0 0.0 
0.884018862 0.174137924 0.526315801 0.500000000 0.481481481 0.768041219 0.625984275 0.393939364 0.636871514 0.407692322 0.654970748 0.795000017 0.298809524 
0.0 1.0 0.0 
0.899527999 0.162068960 0.730650118 0.566666667 0.679012346 0.652061829 0.255905506 0.833333318 0.117318435 0.243846160 0.596491204 0.482499987 0.446428571 
0.0 1.0 0.0 
0.828725558 0.277586200 0.684210534 0.679999987 0.635802469 0.283505152 0.200787401 0.560606046 0.407821248 0.234615381 0.529824560 0.455000013 0.517857143 
0.0 1.0 0.0 
0.909642606 0.286206881 0.693498451 0.800000000 0.537037037 0.484536067 0.362204736 0.409090909 0.287709495 0.287692308 0.573099414 0.694999993 0.280952381 
0.0 1.0 0.0 
0.806473372 0.187931034 0.712074284 0.700000000 0.623456790 0.871134024 0.421259869 0.196969682 0.460893858 0.246923080 0.578947361 0.782500029 0.527380952 
0.0 1.0 0.0 
0.878624396 0.155172405 0.529411773 0.533333333 0.530864198 0.502577317 0.399606300 0.363636341 0.407821248 0.353846147 0.695906451 0.620000005 0.233333333 
0.0 1.0 0.0 
0.831422791 0.170689651 0.603715181 0.493333340 0.839506173 0.489690701 0.364173239 0.530303000 0.770949734 0.261538469 0.619882994 0.577499986 0.446428571 
0.0 1.0 0.0 
0.809170604 0.158620687 0.619195043 0.633333333 0.530864198 0.623711341 0.444881895 0.454545455 0.399441335 0.192307692 0.807017523 0.779999971 0.165476190 
0.0 1.0 0.0 
0.819959535 0.277586200 0.715170257 0.759999975 0.555555556 0.458762866 0.332677182 0.651515136 0.435754183 0.188461542 0.777777786 0.564999998 0.294642857 
0.0 1.0 0.0 
0.784895509 0.355172392 0.761609914 0.720000013 0.518518519 0.502577317 0.332677182 0.727272682 0.377094987 0.215384612 0.584795309 0.687500000 0.404761905 
0.0 1.0 0.0 
0.828725558 0.487931005 0.687306506 0.600000000 0.543209877 0.631443293 0.442913392 0.378787864 0.555865936 0.165384623 0.672514591 0.824999988 0.172619048 
0.0 1.0 0.0 
0.840863138 0.262068954 0.681114562 0.633333333 1.000000000 0.644329878 0.446850397 0.484848455 0.916201129 0.199999993 0.678362538 0.657500029 0.557738095 
0.0 1.0 0.0 
0.828725558 0.243103435 0.613003098 0.533333333 0.524691358 0.657216463 0.492125992 0.439393909 0.494413413 0.223076930 0.719298241 0.685000002 0.254761905 
0.0 1.0 0.0 
0.828725558 0.546551719 0.684210534 0.600000000 0.543209877 0.734536036 0.588582688 0.681818137 0.784916202 0.176923073 0.830409313 0.707499981 0.241666667 
0.0 1.0 0.0 
0.849629160 0.231034481 0.588235283 0.616666667 0.543209877 0.373711341 0.267716542 0.439393909 0.377094987 0.188461542 0.608187099 0.692499995 0.334523810 
0.0 1.0 0.0 
0.797033025 0.296551719 0.582043339 0.650000000 0.530864198 0.644329878 0.322834648 0.560606046 0.396648041 0.158461534 0.549707589 0.610000014 0.247023810 
0.0 1.0 0.0 
0.837491581 0.439655150 0.702786368 0.733333333 0.555555556 0.432989664 0.362204736 1.000000000 0.396648041 0.207692311 0.502923974 0.824999988 0.187500000 
0.0 1.0 0.0 
0.782872537 0.232758617 0.835913323 0.666666667 0.580246914 0.706185549 0.574803173 0.439393909 0.695530744 0.203846161 0.561403484 0.814999998 0.404761905 
0.0 1.0 0.0 
0.844234695 0.418965515 0.671826645 0.700000000 0.543209877 0.657216463 0.446850397 0.393939364 0.340782138 0.153846154 0.526315764 0.694999993 0.193452381 
0.0 1.0 0.0 
0.769386373 0.127586204 0.773993803 0.700000000 0.543209877 0.639175244 0.395669295 0.636363591 0.402234661 0.236923071 0.643274853 0.577499986 0.258333333 
0.0 1.0 0.0 
0.743762629 0.260344817 0.681114562 0.716666667 0.524691358 0.634020610 0.427165376 0.787878728 0.561452523 0.146153844 1.000000000 0.717499971 0.242261905 
0.0 1.0 0.0 
0.837491581 0.277586200 0.678018590 0.750000000 0.666666667 0.515463902 0.411417312 0.515151500 0.449720684 0.158461534 0.619882994 0.740000010 0.205357143 
0.0 1.0 0.0 
0.809170604 0.591379302 0.619195043 0.633333333 0.537037037 0.515463902 0.322834648 0.560606046 0.522346381 0.098461536 0.543859641 0.762499988 0.335714286 
0.0 1.0 0.0 
0.779501044 0.353448256 1.000000000 0.950000000 0.734567901 0.819587622 1.000000000 0.712121182 0.522346381 0.461538462 0.543859641 0.922500014 0.276785714 
0.0 1.0 0.0 
0.879973045 1.000000000 0.659442756 0.716666667 0.530864198 0.675257683 0.521653570 0.454545455 0.561452523 0.199999993 0.426900586 0.774999976 0.226190476 
0.0 1.0 0.0 
0.813890746 0.372413796 0.671826645 0.700000000 0.524691358 0.670103048 0.521653570 0.560606046 0.377094987 0.212307692 0.502923974 0.819999993 0.225000000 
0.0 1.0 0.0 
0.795010116 0.367241387 0.860681101 0.950000000 0.567901235 0.548969085 0.440944890 0.878787819 0.491620120 0.230769231 0.567251466 0.610000014 0.277380952 
0.0 1.0 0.0 
0.811867837 0.741379319 0.736842136 0.733333333 0.493827160 0.541237073 0.344488194 0.636363591 0.377094987 0.199999993 0.461988306 0.642499983 0.345238095 
0.0 1.0 0.0 
0.868509790 0.515517226 0.743034081 0.666666667 0.641975309 0.335051524 0.240157490 0.363636341 0.231843576 0.415384623 0.432748534 0.354999989 0.315476190 
0.0 0.0 1.0 
0.856372210 0.612068937 0.730650118 0.716666667 0.654320988 0.438144329 0.236220485 0.257575750 0.234636869 0.384615385 0.456140324 0.322499990 0.357142857 
0.0 0.0 1.0 
0.849629160 0.424137924 0.681114562 0.616666667 0.580246914 0.417525762 0.129921267 0.954545409 0.262569837 0.546153839 0.426900586 0.395000011 0.413690476 
0.0 0.0 1.0 
0.844908955 0.950000008 0.817337489 0.833333333 0.592592593 0.461340183 0.118110243 0.954545409 0.307262583 0.384615385 0.479532149 0.422500014 0.306547619 
0.0 0.0 1.0 
0.865812557 0.510344817 0.808049498 0.800000000 0.623456790 0.597938109 0.118110243 0.803030228 0.226256989 0.378461544 0.520467816 0.537500024 0.351190476 
0.0 0.0 1.0 
0.935940673 0.868965482 0.690402479 0.666666667 0.493827160 0.252577317 0.066929136 0.606060591 0.189944140 0.376923084 0.339181269 0.332500011 0.247023810 
0.0 0.0 1.0 
0.898179350 0.558620673 0.736842136 0.716666667 0.567901235 0.497422652 0.149606300 0.681818137 0.349162019 0.647692314 0.321637427 0.405000001 0.386904762 
0.0 0.0 1.0 
0.910316930 0.537930997 0.811145471 0.800000000 0.759259259 0.360824725 0.309055133 0.333333318 0.349162019 0.661538491 0.345029217 0.324999988 0.297619048 
0.0 0.0 1.0 
0.884018862 0.327586192 0.851393184 0.850000000 0.716049383 0.567010305 0.251968502 0.393939364 0.435754183 0.546153839 0.356725147 0.332500011 0.252976190 
0.0 0.0 1.0 
0.848280512 0.222413779 0.650154765 0.666666667 0.635802469 0.381443293 0.114173227 0.803030228 0.391061454 0.584615377 0.339181269 0.387499988 0.380952381 
0.0 0.0 1.0 
0.966958882 0.289655154 0.835913323 0.833333333 0.604938272 0.721649451 0.257874008 0.803030228 0.754189974 1.000000000 0.333333322 0.490000010 0.392857143 
0.0 0.0 1.0 
0.833445699 0.660344793 0.736842136 0.700000000 0.543209877 0.592783475 0.181102368 0.757575727 0.290502789 0.588461546 0.327485374 0.395000011 0.309523810 
0.0 0.0 1.0 
0.866486881 0.563793082 0.798761582 0.733333333 0.654320988 0.425257713 0.118110243 0.909090909 0.268156424 0.429230763 0.508771921 0.527499974 0.339285714 
0.0 0.0 1.0 
0.929197559 0.475862052 0.712074284 0.733333333 0.555555556 0.347938140 0.133858271 0.621212091 0.287709495 0.736923071 0.409356709 0.419999987 0.366071429 
0.0 0.0 1.0 
0.906945373 0.637931022 0.804953526 0.766666667 0.685185185 0.438144329 0.181102368 0.651515136 0.407821248 0.821538485 0.497076026 0.389999986 0.413690476 
0.0 0.0 1.0 
0.915711395 0.444827558 0.832817350 0.816666667 0.648148148 0.399484512 0.165354328 0.590909046 0.430167596 0.666153834 0.432748534 0.449999988 0.446428571 
0.0 0.0 1.0 
0.903573816 0.674137924 0.767801859 0.766666667 0.629629630 0.463917500 0.147637797 0.651515136 0.393854748 0.561538476 0.409356709 0.389999986 0.446428571 
0.0 0.0 1.0 
0.888064743 0.446551695 0.733746090 0.666666667 0.740740741 0.425257713 0.133858271 0.803030228 0.407821248 0.715384630 0.350877199 0.405000001 0.500000000 
0.0 0.0 1.0 
